Projects
Hessian scientists of various disciplines are using High Performance Computers for their research.
Projects
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Projekte
Displaying 31 - 60 of 363
Sparse Mean Field Control for Multi-Agent Systems
Large agent networks are abundant in applications and nature and pose difficult challenges in the field of multi-agent ...
Engineering SciencesComputer Science
TEM Diffraction Pattern Analysis with Deep Learning Networks
The microstructure of a material strongly influences its properties and must therefore be studied carefully to tailor ...
Engineering SciencesMaterials Science
Training Neural Networks for Collision Avoidance
The increased popularity of drones and unmanned aerial vehicles (UAVs) for both commercial and recreational purposes has ...
Engineering Sciences
Training of Deep Learning Models for Water Segmentation
Floods represent one of the most frequent and damaging natural disasters, causing loss of life, infrastructure failure ...
Natural SciencesGeophysics and GeodesyEngineering SciencesComputer Science
Uninterrupted and Continuous Connectivity in Wireless Networks Using RISs
Reconfigurable Intelligent Surfaces (RISs) are being explored to enhance wireless links when the line of sight (LoS) ...
Engineering SciencesElectrical Engineering and Information TechnologyComputer Science-
Universal Adversarial Perturbations: A Review
Machine learning has become an integral part of our society. In particular, the advancements driven by neural networks ...
Engineering SciencesComputer Science 
WoTan - Hydrogen Combustion for Aero-Engines: Study of Differential Diffusion on Multi-Regime Burner
Hydrogen is regarded as a key technology for achieving climate-neutral aviation and current efforts include developing ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
Atomic Scale Modeling of Coherent Phase Transitions in Energy Storage Materials
Hydrogen has emerged as a crucial element in the pursuit of decarbonization and the transition to a sustainable energy ...
Engineering SciencesMaterials Science 
Calculating Reaction Energy Barrier of HCN Formation From CH2O With CuSSZ13 Zeolite Catalyst
Biomass-derived fuels are promising candidates to replace traditional fossil-based fuels for mobility and propulsion but ...
Engineering SciencesProcess Engineering, Technical Chemistry
Clang Code Refactor
When procuring an HPC system, the system need to fulfill certain criterias, regarding performance but also energy ...
Engineering SciencesComputer Science
Combustion of Individual Iron Microparticles With Resolved Boundary Layers II
Iron powder is emerging as a promising carbon-free energy carrier that can be used for a clean iron-based energy cycle ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
Combustor Exit Flow Sensitivity towards Small Changes
The design of the combustion chamber in a jet engine is most crucial when it comes to reducing emissions of pollutants ...
Engineering Sciences -
CompuGene Student Lab Protein Engineering
The field of protein engineering is a rapidly evolving area of research that holds great promise for numerous ...
Engineering SciencesComputer Science 
Computational Modelling of Plasma-Actuated Flow Control by Means of Eddy-Resolving Turbulence Models
Plasma actuators, Figure 1, represent flow control devices that have no moving parts and that work by ionizing the air ...
Engineering Sciences
Computational Study of Transient Indoor Airflow with an Eddy Resolving Turbulence Model
This project’s main objective is the numerical analysis of mechanically ventilated rooms in different scenarios under ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Design and Analysis of Efficient Hydrogen Burners for 3D Printing
Green hydrogen has been identified as an important energy carrier for the future energy economy. However, due to the ...
Engineering Sciences
Direct Numerical Simulations of Mesopore Imbibition Using a Phase-Field Approach
Mesoporous materials, which have pore sizes in the range of 10-200 nanometers, have attracted significant attention due ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics-
Efficient Integration of Physically Enhanced Neural Networks in Particle-Resolved CFD Simulations of Industrial Packed-Bed Reactors
The investigation of novel or optimizing established processes is of paramount importance in chemical engineering in the ...
Engineering SciencesProcess Engineering, Technical Chemistry 
End-to-end Learning for Multi-Embodiement Locomotion
The rapid development of robotics has enabled legged robots capable of performing highly dynamic tasks such as walking ...
Engineering SciencesComputer Science
exaFOAM Performance Analysis and Modeling
The exaFOAM project [1] aims at overcoming the current limitations of Computational Fluid Dynamics (CFD) technology ...
Engineering SciencesComputer Science-
Fault Tolerance and Locality-Aware Work Stealing for Dynamically Generated Dependent Tasks on Clusters
Programming environments for today’s supercomputers must support the design of efficient programs and handle issues such ...
Engineering SciencesComputer Science -
Flexible HP-Turbines II
The fluid temperatures in the high-pressure turbine of a commercial jet engine or industrial gas turbine by far exceed ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics 
Flexible HP-Turbines III
Over the last decades, turbomachinery has been subject of continuous improvement and fundamental research within the ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Gasification Processes with Integrated Surplus Electricity Integration for Flexible Power Generation and Production of Synthetic Fuels from Residual Materials (VERENA) II
Project VERENA aims to open new recycling paths for biogenic and municipal residues through different gasification ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
Influence of Mixing Characteristics on Polymerization Reactors
The industrial production of high-density polyethylene (HDPE) through the catalytic polymerization of ethene is an ...
Engineering SciencesProcess Engineering, Technical Chemistry-
Investigation of the Phase Separation Process of Polymer-Monomer Mixtures II
The polymerization of low-density polyethylene takes place at high temperatures and pressures up to 3000 bar. Under ...
Engineering SciencesProcess Engineering, Technical Chemistry -
Learning Force Distribution Estimation for the GelSight Mini Optical Tactile Sensor Based on Finite Element Analysis
Up-to-date contact-rich manipulation tasks remain one of the grand challenges of robotics. Equipping robots with a sense ...
Engineering SciencesComputer Science -
Learning Mean Field Games on Sparse Graphs
Learning the behavior of large agent populations is an important task for numerous research areas. Although the field of ...
Engineering SciencesComputer Science 
Major-Minor Mean Field Multi-Agent Reinforcement Learning
Multi-agent reinforcement learning (MARL) remains difficult to scale to many agents. Recent MARL using Mean Field ...
Engineering SciencesComputer Science
Multi-Model Multi-Phase Cause-Effect Chain Simulation in Direct Injection Engines
Internal combustion engines are vital to the modern transportation sector, and ongoing research is essential to optimize ...
Engineering SciencesHeat Energy Technology, Thermal Machines, Fluid Mechanics
